### 諸々設定(最初だけ)
install.packages(c("psych", "rgl", "plotly"))
Error in install.packages : Updating loaded packages
### データ読み込み
dat <- read.csv(file('data/factor_analysis.csv',encoding="Shift_JIS"), header=TRUE)
dat <- dat[,-1]
colnames(dat)<-c("硬い","騒がしい","熱い","重い","強い","明るい","鋭い","美しい","良い","動いている","派手な","面白い","積極的な")
rownames(dat)<-c("鮮やかな赤",
"明るい赤",
"暗い赤",
"ごく暗い赤",
"鮮やかな???",
"薄い???",
"くすんだ黄",
"ごく暗い黄",
"濃い緑",
"明るい緑",
"灰みの緑",
"ごく暗い緑",
"鮮やかな緑みの青",
"明るい緑みの青",
"濃い緑みの青",
"ごく暗い緑みの青",
"白",
"灰色",
"黒"
)
### 記述統計
library(psych)
パッケージ ‘psych’ はバージョン 3.3.2 の R の下で造られました
as.data.frame(describe(dat))
### 変数間の相関係数の確認
# そこまで気にしないで良い
as.data.frame(round(cor(dat),3)) # 相関行列
### スクリープロット
## 固有値が1以上または角度が急な部分までを因子の数にする(今回は4あたり)
library(psych)
pairs.panels(dat)

VSS.scree(dat)

### 固有値を確認
## そこまで気にしないで良い
corx <- cor(dat)
print("固有値")
[1] "固有値"
eigen(corx)$values # 固有値
[1] 5.16507829 2.95928485 2.03436221 0.92287856 0.58460611 0.41604978 0.31224415 0.23002047 0.12491245 0.11428071 0.08780814 0.03452439 0.01394990
## 説明された分散の%(寄与率)
print("寄与率")
[1] "寄与率"
eigen(corx)$values/sum(eigen(corx)$values)
[1] 0.397313715 0.227637296 0.156489401 0.070990658 0.044969701 0.032003829 0.024018781 0.017693882 0.009608650 0.008790824 0.006754472 0.002655722
[13] 0.001073069
### 因子分析
efa <- factanal(dat, factors=3, scores="regression", rotation="promax")
common <- 1-efa$uniqueness
common
硬い 騒がしい 熱い 重い 強い 明るい 鋭い 美しい 良い 動いている 派手な 面白い 積極的な
0.5356330 0.7914192 0.9950000 0.8879919 0.8312150 0.8774951 0.4343605 0.4838624 0.5725335 0.2322862 0.9586223 0.8618521 0.8616811
print(efa, cutoff=0)
Call:
factanal(x = dat, factors = 3, scores = "regression", rotation = "promax")
Uniquenesses:
硬い 騒がしい 熱い 重い 強い 明るい 鋭い 美しい 良い 動いている 派手な 面白い 積極的な
0.464 0.209 0.005 0.112 0.169 0.123 0.566 0.516 0.427 0.768 0.041 0.138 0.138
Loadings:
Factor1 Factor2 Factor3
硬い -0.257 0.560 -0.132
騒がしい 0.222 0.050 0.835
熱い -0.316 0.027 1.021
重い -0.115 0.858 -0.118
強い 0.345 0.974 0.201
明るい 0.135 -0.900 -0.020
鋭い 0.685 0.161 -0.030
美しい 0.685 0.106 -0.333
良い 0.755 -0.074 -0.136
動いている 0.467 -0.088 -0.093
派手な 0.815 -0.235 0.203
面白い 0.917 0.108 0.135
積極的な 0.313 -0.001 0.811
Factor1 Factor2 Factor3
SS loadings 3.695 2.928 2.668
Proportion Var 0.284 0.225 0.205
Cumulative Var 0.284 0.509 0.715
Factor Correlations:
Factor1 Factor2 Factor3
Factor1 1.000 0.207 -0.341
Factor2 0.207 1.000 -0.255
Factor3 -0.341 -0.255 1.000
Test of the hypothesis that 3 factors are sufficient.
The chi square statistic is 38.99 on 42 degrees of freedom.
The p-value is 0.604
# Uniqusness:変数の独自性
# loading:因子負荷量
# Proportion Var:寄与率
# Cumulative Var:累積寄与率
# 因子負荷量:各形容詞に対する因子の係数的なやつ
# 因子分析をするコードにはfaやfactanalがあるけど、faについては赤本参照
# 保存する際は以下
# write.csv(efa$loadings, "loadings.csv", row.names=T)
####因子負荷量の棒グラフ####
oldpar<-par(no.readonly = TRUE)
#par(mfrow = c(1,3))
barplot(efa$loadings[,1], main="Factor1", ylim=c(-1,1))

barplot(efa$loadings[,2], main="Factor2", ylim=c(-1,1))

barplot(efa$loadings[,3], main="Factor3", ylim=c(-1,1))
par(oldpar)

### 因子負荷量のプロット
plot(efa$loadings[,1:2], type="n", xlim=c(-1,1), ylim=c(-1,1))
# arrows(0,0,efa$loadings[,1],efa$loadings[,2])
# 矢印を表示させたければこんな感じのコードを入れる(今回は省略)
text(efa$loadings[,1:2], colnames(dat))
abline(v=0, lty=3)
abline(h=0, lty=3)

plot(efa$loadings[,2:3], type="n", xlim=c(-1,1), ylim=c(-1,1))
text(efa$loadings[,2:3], colnames(dat))
abline(v=0, lty=3)
abline(h=0, lty=3)

plot(efa$loadings[,-2], type="n", xlim=c(-1,1), ylim=c(-1,1))
text(efa$loadings[,-2], colnames(dat))
abline(v=0, lty=3)
abline(h=0, lty=3)

#par(oldpar)
### 因子得点のプロット
plot(efa$scores[,1:2], type="n", xlim=c(-2.2,2.2), ylim=c(-2.2,2.2))
text(efa$scores[,1:2], rownames(dat))
abline(v=0, lty=3)
abline(h=0, lty=3)
par(oldpar)

plot(efa$scores[,2:3], type="n", xlim=c(-2.2,2.2), ylim=c(-2.2,2.2))
text(efa$scores[,2:3], rownames(dat))
abline(v=0, lty=3)
abline(h=0, lty=3)
par(oldpar)

plot(efa$scores[,-2], type="n", xlim=c(-2.2,2.2), ylim=c(-2.2,2.2))
text(efa$scores[,-2], rownames(dat))
abline(v=0, lty=3)
abline(h=0, lty=3)
par(oldpar)

# 描画
library(plotly)
plot_ly(x = as.data.frame(efa$score)$Factor1, y = as.data.frame(efa$score)$Factor2, z = as.data.frame(efa$score)$Factor3,type = 'scatter3d', symbol = rownames(dat))
No scatter3d mode specifed:
Setting the mode to markers
Read more about this attribute -> https://plot.ly/r/reference/#scatter-mode
The shape palette can deal with a maximum of 6 discrete values because more than 6 becomes difficult to discriminate; you have 19.
Consider specifying shapes manually if you must have them.The following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openNo scatter3d mode specifed:
Setting the mode to markers
Read more about this attribute -> https://plot.ly/r/reference/#scatter-mode
The shape palette can deal with a maximum of 6 discrete values because more than 6 becomes difficult to discriminate; you have 19.
Consider specifying shapes manually if you must have them.The following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-openThe following are not valid symbol codes:
'NA'
Valid symbols include:
'0', 'circle', '100', 'circle-open', '200', 'circle-dot', '300', 'circle-open-dot', '1', 'square', '101', 'square-open', '201', 'square-dot', '301', 'square-open-dot', '2', 'diamond', '102', 'diamond-open', '202', 'diamond-dot', '302', 'diamond-open-dot', '3', 'cross', '103', 'cross-open', '203', 'cross-dot', '303', 'cross-open-dot', '4', 'x', '104', 'x-open', '204', 'x-dot', '304', 'x-open-dot', '5', 'triangle-up', '105', 'triangle-up-open', '205', 'triangle-up-dot', '305', 'triangle-up-open-dot', '6', 'triangle-down', '106', 'triangle-down-open', '206', 'triangle-down-dot', '306', 'triangle-down-open-dot', '7', 'triangle-left', '107', 'triangle-left-open', '207', 'triangle-left-dot', '307', 'triangle-left-open-dot', '8', 'triangle-right', '108', 'triangle-right-open', '208', 'triangle-right-dot', '308', 'triangle-right-open-dot', '9', 'triangle-ne', '109', 'triangle-ne-open', '209', 'triangle-ne-dot', '309', 'triangle-ne-open-dot', '10', 'triangle-se', '110', 'triangle-se-open', '210', 'triangle-se-dot', '310', 'triangle-se-open-dot', '11', 'triangle-sw', '111', 'triangle-sw-open', '211', 'triangle-sw-dot', '311', 'triangle-sw-open-dot', '12', 'triangle-nw', '112', 'triangle-nw-open', '212', 'triangle-nw-dot', '312', 'triangle-nw-open-dot', '13', 'pentagon', '113', 'pentagon-open', '213', 'pentagon-dot', '313', 'pentagon-open-dot', '14', 'hexagon', '114', 'hexagon-open', '214', 'hexagon-dot', '314', 'hexagon-open-dot', '15', 'hexagon2', '115', 'hexagon2-open', '215', 'hexagon2-dot', '315', 'hexagon2-open-dot', '16', 'octagon', '116', 'octagon-open', '216', 'octagon-dot', '316', 'octagon-open-dot', '17', 'star', '117', 'star-open', '217', 'star-dot', '317', 'star-open-dot', '18', 'hexagram', '118', 'hexagram-open', '218', 'hexagram-dot', '318', 'hexagram-open-dot', '19', 'star-triangle-up', '119', 'star-triangle-up-open', '219', 'star-triangle-up-dot', '319', 'star-triangle-up-open-dot', '20', 'star-triangle-down', '120', 'star-triangle-down-open', '220', 'star-triangle-down-dot', '320', 'star-triangle-down-open-dot', '21', 'star-square', '121', 'star-square-open', '221', 'star-square-dot', '321', 'star-square-open-dot', '22', 'star-diamond', '122', 'star-diamond-open', '222', 'star-diamond-dot', '322', 'star-diamond-open-dot', '23', 'diamond-tall', '123', 'diamond-tall-open', '223', 'diamond-tall-dot', '323', 'diamond-tall-open-dot', '24', 'diamond-wide', '124', 'diamond-wide-open', '224', 'diamond-wide-dot', '324', 'diamond-wide-open-dot', '25', 'hourglass', '125', 'hourglass-open', '26', 'bowtie', '126', 'bowtie-open', '27', 'circle-cross', '127', 'circle-cross-open', '28', 'circle-x', '128', 'circle-x-open', '29', 'square-cross', '129', 'square-cross-open', '30', 'square-x', '130', 'square-x-open', '31', 'diamond-cross', '131', 'diamond-cross-open', '32', 'diamond-x', '132', 'diamond-x-open', '33', 'cross-thin', '133', 'cross-thin-open', '34', 'x-thin', '134', 'x-thin-open', '35', 'asterisk', '135', 'asterisk-open', '36', 'hash', '136', 'hash-open', '236', 'hash-dot', '336', 'hash-open-dot', '37', 'y-up', '137', 'y-up-open', '38', 'y-down', '138', 'y-down-open', '39', 'y-left', '139', 'y-left-open', '40', 'y-right', '140', 'y-right-open', '41', 'line-ew', '141', 'line-ew-open', '42', 'line-ns', '142', 'line-ns-open', '43', 'line-ne', '143', 'line-ne-open', '44', 'line-nw', '144', 'line-nw-open
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